openllmetry
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traceloop
🚀 Feature: embedding vectors in attributes of vector DB calls
Which component is this feature for?
All Packages
🔖 Feature description
We need to extract and report embedding vectors that are sent and returned for query calls to vector DBs like Chroma, Weaviate, Pinecone, etc.
🎤 Why is this feature needed ?
More visiblity into what's happening when calling a vector DB
✌️ How do you aim to achieve this?
This isn't straightforward - these might be large, so sending them as attributes might not make sense and we'll need to think of the proper OTEL format to use (logs? span events?)
🔄️ Additional Information
Consult on slack before working on it.
👀 Have you spent some time to check if this feature request has been raised before?
- [X] I checked and didn't find similar issue
Are you willing to submit PR?
None
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Hi, @nirga
I started working on this (still figuring my way around the codebase :)), I opened a draft PR where I made some questions. Could you please check it out? https://github.com/traceloop/openllmetry/pull/344
Thanks!
🧚 @paolorechia has submitted PR https://github.com/traceloop/openllmetry/issues/368 and is claiming the loot.
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